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author | Sang-Hoon Park <sang-hoon.park@arm.com> | 2020-05-06 21:01:19 +0100 |
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committer | Sang-Hoon Park <sang-hoon.park@arm.com> | 2020-05-11 11:37:41 +0000 |
commit | d5c020a20514cad8c78f0ab2cc46a03607854a49 (patch) | |
tree | e4fdb01d446022267aaaced2021ad61399b6f34b /arm_compute/core/utils | |
parent | 6f8b17dedb7b53b550e6210fd1c78c3a3e086271 (diff) | |
download | ComputeLibrary-d5c020a20514cad8c78f0ab2cc46a03607854a49.tar.gz |
COMPMID-3239: Fix projection and peephole in NEQLSTMLayer
- Peephole and projection has been fixed to be working
- Small internal kernel copying data between tensors to
cover the case where num_units and output_size is different
is added.
Below is strictly outside of this patch's scope but are changes
helping this patch working (directly or indirectly) or making
NEQLSTM more complete.
- Consideration for layer normalization is added to InfoHelpers
- QSYMM8 data type is added to helper function to
print out tensors.
- NE/CLLSTMLayer::validate() logic has been modified to use correct
value for shape validation.
Change-Id: I40b4e71dfdbe8432caa2fe4a9af60a725362cc33
Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3157
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/utils')
-rw-r--r-- | arm_compute/core/utils/misc/InfoHelpers.h | 17 |
1 files changed, 17 insertions, 0 deletions
diff --git a/arm_compute/core/utils/misc/InfoHelpers.h b/arm_compute/core/utils/misc/InfoHelpers.h index 8cf701c124..6ecda7a0dd 100644 --- a/arm_compute/core/utils/misc/InfoHelpers.h +++ b/arm_compute/core/utils/misc/InfoHelpers.h @@ -90,6 +90,23 @@ inline void build_lstm_params_tensor_info(const LSTMParams<T> &lstm_params, lstm_params_info->set_cifg_params(lstm_params.input_to_input_weights()->info(), lstm_params.recurrent_to_input_weights()->info(), cell_to_input_weights_info, lstm_params.input_gate_bias()->info()); } + if(lstm_params.use_layer_norm()) + { + ARM_COMPUTE_ERROR_ON_NULLPTR(lstm_params.forget_layer_norm_weights(), + lstm_params.output_layer_norm_weights(), + lstm_params.cell_layer_norm_weights()); + if(!lstm_params.has_cifg_opt()) + { + ARM_COMPUTE_ERROR_ON_NULLPTR(lstm_params.input_layer_norm_weights()); + } + + const ITensorInfo *forget_info = lstm_params.forget_layer_norm_weights()->info(); + const ITensorInfo *cell_info = lstm_params.cell_layer_norm_weights()->info(); + const ITensorInfo *output_info = lstm_params.output_layer_norm_weights()->info(); + const ITensorInfo *input_info = lstm_params.has_cifg_opt() ? nullptr : lstm_params.input_layer_norm_weights()->info(); + + lstm_params_info->set_layer_normalization_params(input_info, forget_info, cell_info, output_info); + } } } // namespace info_helpers } // namespace utils |